Agent-led transformation

We are redefining the speed of business transformation through our migration and modernization assistants. System analysis, data management, custom code, configuration support, test management, project management, and roll-out assistants. By deploying autonomous assistants and leveraging a sophisticated knowledge graph, we turn massive data sets into actionable blueprints, reducing the manual effort and time required to modernize the legacy systems to simplify the move to SAP Cloud ERP Private. By harmonizing our migration solutions with partner and customer innovations, we ensure the path to the cloud is powered by a living ecosystem of agentic solutions designed for the next era of enterprise excellence.

Transforming effort into outcome with an Agent-led toolchain

Successful cloud transitions require bridging the gap between high-level business stategy and deep IT execution. Guided by the proven RISE with SAP Methodology, our Agent-led toolchain provides end-to-end orchestration for the entire transformation journey.

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Complexity Drivers for Transformations

Migrating from SAP ECC to SAP S/4HANA involves navigating six key complexity drivers that can significantly impact the time, cost, and success of your transformation. These range from ensuring data quality and managing code transformation to handling configuration requirements, each demanding careful attention and specialized expertise to execute effectively.

To address these challenges at scale, SAP's 7 AI-powered Migration & Modernization Assistants deliver measurable effort savings across all six dimensions. Organizations can expect reductions of up to 35% in testing and roll-out activities, and between 20–25% in data quality, code transformation, configuration, and project management - accelerating the path to SAP S/4HANA while reducing risk and manual workload throughout the project lifecycle.

Migration and Modernization Assistants

Transforming to SAP Cloud ERP is now an empowered journey on strategic outcomes and connected teamwork. To accelerate the path to the cloud and seamlessly manage migration complexities, SAP is introducing a group of specialized AI assistants.

Based on an in-depth analysis of the key effort drivers in transformation projects, the following categories have been prioritized for focused development efforts.

Learn more about the individual assistants

Serves as the foundational intelligence engine for cloud transformation, this assistant uses AI to continuously build a trusted, customer-specific knowledge backbone. It automatically analyzes unique system data, eliminating fragmented, manual discovery work. Secured by built-in compliance guards, it proactively powers other AI agents throughout the migration.

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Transforms data preparation from a manual bottleneck into an intelligent, AI-driven process. Specialized agents automatically evaluate inconsistencies, prioritize issues, and govern data quality, relevancy, and retention. Instead of manual remediation, execution agents prepare corrective actions for the final approval – drastically reducing effort, lowering project risks, and ensuring clean, reliable data for cloud transformation.

Replaces manual adaptation with autonomous execution via specialized AI agents. It accelerates the move to SAP Cloud ERP by automatically clustering and classifying legacy code. Dedicated execution agents then autonomously handle mass code conversions, safely decommission obsolete extensions, and modernize legacy frameworks, drastically reducing effort to ensure a future-proof, clean core architecture.

Transforms manual, error-prone system setup into an automated, agent-driven process. Specialized AI agents intelligently analyze source system to derive optimal, best-practice target configurations tailored to the industry and scope. Dedicated execution agents autonomously implement these settings where permitted. Reduces manual mapping effort, prevents costly misconfigurations, and accelerates alignment with clean core architecture.

Transforms manual, resource-intensive testing into a fully automated, agent-led validation process. It utilizes specialized AI agents to intelligently determine the exact test scope, autonomously generate test cases, and provision zero-touch test data. Through seamless integration with execution engines, dedicated agents orchestrate test runs, handle defects, and dynamically adapt to system upgrades. 

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Intelligently helps to steer SAP transformation with evidence, foresight and control. Built securely on top of SAP Cloud ALM, it orchestrates specialized AI agents to deliver daily briefings, anticipate hidden risks, and provide contextual guidance. AI analyzes data and proposes next actions, Project Manager makes the final decision.

  • ​Presentation and demo will be available soon

Disclaimer: This is the current state of planning and may be changed by SAP at any time.